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| Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者: Long Chen; Linqing Wang; Zhongyang Han; Jun Zhao; Wei Wang
 浏览 |  Adobe PDF(1543Kb) |  收藏 | 浏览/下载：164/42 | 提交时间：2021/03/11
Industrial time series kernel dynamic Bayesian networks (KDBN) prediction intervals (PIs) variational inference |
| Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
作者: Jamal Banzi; Isack Bulugu; Zhongfu Ye
浏览 | Adobe PDF(8152Kb) | 收藏 | 浏览/下载：126/40 | 提交时间：2021/03/11
Convolutional neural networks deep learning hand pose estimation human-machine interaction predictive coding recurrent neural networks unsupervised learning |
| Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者: Abhinoy Kumar Singh
浏览 | Adobe PDF(1572Kb) | 收藏 | 浏览/下载：163/42 | 提交时间：2021/03/11
Bayesian framework cubature rule-based filtering Gaussian filters Gaussian sum and square-root filtering nonlinear filtering quadrature rule-based filtering unscented transformation |
| AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者: Mohammadhossein Ghahramani; Yan Qiao; MengChu Zhou; Adrian O’Hagan; James Sweeney
浏览 | Adobe PDF(5292Kb) | 收藏 | 浏览/下载：163/63 | 提交时间：2021/03/11
Artificial intelligence (AI) cyber physical systems feature selection genetic algorithms (GA) industrial internet of things (IIOT) machine learning neural network (NN) smart manufacturing |
| Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693
作者: Silvio Barra; Salvatore Mario Carta; Andrea Corriga; Alessandro Sebastian Podda; Diego Reforgiato Recupero
浏览 | Adobe PDF(6935Kb) | 收藏 | 浏览/下载：202/56 | 提交时间：2021/03/11
Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |
| BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者: Ameer Hamza Khan; Xinwei Cao; Shuai Li; Vasilios N. Katsikis; Liefa Liao
浏览 | Adobe PDF(4203Kb) | 收藏 | 浏览/下载：172/36 | 提交时间：2021/03/11
Adaptive moment estimation (ADAM) Beetle antennae search (BAM) gradient estimation metaheuristic optimization nature-inspired algorithms neural network |
| Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者: Kai Zhong; Min Han; Bing Han
浏览 | Adobe PDF(1354Kb) | 收藏 | 浏览/下载：141/46 | 提交时间：2021/03/11
Data-driven fault prognosis feature extraction industrial systems |
| A Hyper-Heuristic Framework for Lifetime Maximization in Wireless Sensor Networks With A Mobile Sink 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 223-236
作者: Jinghui Zhong; Zhixing Huang; Liang Feng; Wan Du; Ying Li
浏览 | Adobe PDF(4887Kb) | 收藏 | 浏览/下载：225/40 | 提交时间：2021/03/11
Genetic programming hyper-heuristics static and dynamic networks wireless sensor networks (WSNs) |
| Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 82-95
作者: Parham M. Kebria; Abbas Khosravi; Syed Moshfeq Salaken; Saeid Nahavandi
浏览 | Adobe PDF(7717Kb) | 收藏 | 浏览/下载：146/41 | 提交时间：2021/03/11
Autonomous vehicles convolutional neural networks deep learning imitation learning |
| Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
作者: Dilantha Haputhanthri; Gunavaran Brihadiswaran; Sahan Gunathilaka; Dulani Meedeniya; Sampath Jayarathna; Mark Jaime; Christopher Harshaw
浏览 | Adobe PDF(1617Kb) | 收藏 | 浏览/下载：230/69 | 提交时间：2021/02/22
Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |
